EvoloPy
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7ossam81
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
This is a wonderful project. Thanks so much. Please can you implement also the FCMHMD algorithm (per 'A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population...
Hello everyone. When I try to use BAT to optimizers such as Ackley and Rastrigin and ext., I don't get the result near to 0. For example for the Ackley...
artificial algae algorithm added. updated in other files for the project to work flawlessly.
https://github.com/7ossam81/EvoloPy/blob/5f12bf5b5f54332c91b72069ec5dfc06a192c0c8/optimizers/HHO.py#L49 In Python 3, this package doesn't have this usage。so what can I do to get the code to work?
Two questions regarding HHO: 1) https://github.com/7ossam81/EvoloPy/blob/db8424f534c5b7b6bdd6febfb58f5e2f4c73a432/optimizers/HHO.py#L117 if objf(X1)< fitness: fitness is set in the loop at the beginning. It is the value of the last X vector, is this intentional?...
I am new to coding and I was wondering if it is possible to use the Evolopy framework with a user-defined function other than the benchmark functions. If so could...
activation_cnn_layer = [ 'relu', 'tanh'] activation_feed_layer = [ 'relu', 'tanh'] optimizers=["adam",'sgd'] # map from real number [0, 1] to integer ranging [1, 3] def swap_activation_cnn(val): if val == 1: return...
a and r1 and r2 are random numbers while according to "S. Mirjalili, S. M. Mirjalili, A. Lewis, Grey Wolf Optimizer, Advances in Engineering Software , vol. 69, pp. 46-61,...
